Table Data - All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-06-01 |
| Last Updated | 2026-07-22 9:50 AM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 13.9675569363025 |
| 1990-02-01 | 13.9868166279086 |
| 1990-03-01 | 14.0808533998932 |
| 1990-04-01 | 14.0768112650923 |
| 1990-05-01 | 14.1414454079040 |
| 1990-06-01 | 14.2805225364978 |
| 1990-07-01 | 14.4982389113992 |
| 1990-08-01 | 14.6120899840770 |
| 1990-09-01 | 14.6701147421460 |
| 1990-10-01 | 14.7178716445497 |
| 1990-11-01 | 14.8014463569920 |
| 1990-12-01 | 14.8615812898110 |
| 1991-01-01 | 15.1622837193913 |
| 1991-02-01 | 15.1825901520433 |
| 1991-03-01 | 15.2767203795549 |
| 1991-04-01 | 15.1704875892668 |
| 1991-05-01 | 15.2399213785175 |
| 1991-06-01 | 15.1893042217849 |
| 1991-07-01 | 15.2063944935480 |
| 1991-08-01 | 15.4412716477862 |
| 1991-09-01 | 15.3708743643480 |
| 1991-10-01 | 15.4069339581350 |
| 1991-11-01 | 15.5772750521591 |
| 1991-12-01 | 15.6444585448180 |
| 1992-01-01 | 15.5813175471852 |
| 1992-02-01 | 15.6902241524095 |
| 1992-03-01 | 15.5878676619306 |
| 1992-04-01 | 15.7577010134388 |
| 1992-05-01 | 15.9390504067637 |
| 1992-06-01 | 15.8904660870157 |
| 1992-07-01 | 15.8113340599398 |
| 1992-08-01 | 15.8621144167068 |
| 1992-09-01 | 15.8694855261348 |
| 1992-10-01 | 15.9942776332871 |
| 1992-11-01 | 15.8446129738149 |
| 1992-12-01 | 15.9337532902196 |
| 1993-01-01 | 15.9116148039250 |
| 1993-02-01 | 15.8091887192794 |
| 1993-03-01 | 16.0103851480095 |
| 1993-04-01 | 16.2431246767153 |
| 1993-05-01 | 16.2348280321571 |
| 1993-06-01 | 16.2776590496485 |
| 1993-07-01 | 16.4178271714698 |
| 1993-08-01 | 16.2819567486052 |
| 1993-09-01 | 16.4623137744919 |
| 1993-10-01 | 16.3762750415767 |
| 1993-11-01 | 16.4140858741863 |
| 1993-12-01 | 16.3198105840850 |
| 1994-01-01 | 16.5474660391139 |
| 1994-02-01 | 16.5318997332358 |
| 1994-03-01 | 16.5319159715227 |
| 1994-04-01 | 16.4277684613899 |
| 1994-05-01 | 16.4363383176511 |
| 1994-06-01 | 16.5609790460219 |
| 1994-07-01 | 16.5121337724690 |
| 1994-08-01 | 16.4857905358310 |
| 1994-09-01 | 16.5372173374714 |
| 1994-10-01 | 16.7750538167433 |
| 1994-11-01 | 16.8903201624030 |
| 1994-12-01 | 17.0197434173560 |
| 1995-01-01 | 16.8693737460025 |
| 1995-02-01 | 17.0489077487885 |
| 1995-03-01 | 17.1487481661593 |
| 1995-04-01 | 17.2240337697423 |
| 1995-05-01 | 17.2304312426268 |
| 1995-06-01 | 17.2380136184997 |
| 1995-07-01 | 17.5341138028187 |
| 1995-08-01 | 17.7051478004791 |
| 1995-09-01 | 17.6227302918465 |
| 1995-10-01 | 17.6711466167668 |
| 1995-11-01 | 17.8748163112461 |
| 1995-12-01 | 17.8116279000625 |
| 1996-01-01 | 17.3823487208426 |
| 1996-02-01 | 17.3596300548346 |
| 1996-03-01 | 17.3572819156498 |
| 1996-04-01 | 17.7272366587033 |
| 1996-05-01 | 17.7319623432415 |
| 1996-06-01 | 17.6207258993541 |
| 1996-07-01 | 17.6363066400059 |
| 1996-08-01 | 17.6804164548147 |
| 1996-09-01 | 17.8115154380219 |
| 1996-10-01 | 17.7803826854656 |
| 1996-11-01 | 17.6858375964446 |
| 1996-12-01 | 17.8189280757608 |
| 1997-01-01 | 17.7841782366667 |
| 1997-02-01 | 17.8703502974246 |
| 1997-03-01 | 18.1656316508665 |
| 1997-04-01 | 17.9346873866720 |
| 1997-05-01 | 17.9234446794715 |
| 1997-06-01 | 18.3079390468550 |
| 1997-07-01 | 18.1453276204071 |
| 1997-08-01 | 18.2738993492303 |
| 1997-09-01 | 18.4115114411784 |
| 1997-10-01 | 18.2691218156272 |
| 1997-11-01 | 18.3959537337043 |
| 1997-12-01 | 18.3133179783747 |
| 1998-01-01 | 18.5849856056411 |
| 1998-02-01 | 18.6858299541382 |
| 1998-03-01 | 18.6703255479746 |
| 1998-04-01 | 19.3322870216996 |
| 1998-05-01 | 19.5211393319271 |
| 1998-06-01 | 19.5125246572802 |
| 1998-07-01 | 19.2407342682475 |
| 1998-08-01 | 19.3734263223193 |
| 1998-09-01 | 19.3096757899555 |
| 1998-10-01 | 19.4563814980345 |
| 1998-11-01 | 19.5090228479920 |
| 1998-12-01 | 19.6152804221212 |
| 1999-01-01 | 19.5734893206087 |
| 1999-02-01 | 19.5948432750555 |
| 1999-03-01 | 19.5715344723606 |
| 1999-04-01 | 19.6320493113774 |
| 1999-05-01 | 19.6182831600939 |
| 1999-06-01 | 19.7027762813534 |
| 1999-07-01 | 19.9289439295756 |
| 1999-08-01 | 19.9705771598956 |
| 1999-09-01 | 19.9298716463908 |
| 1999-10-01 | 20.3355521416450 |
| 1999-11-01 | 20.4205114102953 |
| 1999-12-01 | 20.6180345846789 |
| 2000-01-01 | 20.5759319694493 |
| 2000-02-01 | 20.5924465155863 |
| 2000-03-01 | 20.7656601002439 |
| 2000-04-01 | 20.7215126405556 |
| 2000-05-01 | 20.7220959150084 |
| 2000-06-01 | 20.7112227154975 |
| 2000-07-01 | 20.8151614558141 |
| 2000-08-01 | 20.7691007438049 |
| 2000-09-01 | 20.7413709153991 |
| 2000-10-01 | 20.7232887454840 |
| 2000-11-01 | 20.7438542332838 |
| 2000-12-01 | 20.6473078647683 |
| 2001-01-01 | 20.7850930172182 |
| 2001-02-01 | 20.7870080186209 |
| 2001-03-01 | 20.7572980734303 |
| 2001-04-01 | 21.2003418863389 |
| 2001-05-01 | 21.4137361726450 |
| 2001-06-01 | 21.4055454392036 |
| 2001-07-01 | 21.8219857499607 |
| 2001-08-01 | 21.9856145780732 |
| 2001-09-01 | 22.0456773962296 |
| 2001-10-01 | 22.1066478774859 |
| 2001-11-01 | 22.1561978389127 |
| 2001-12-01 | 22.3574589309773 |
| 2002-01-01 | 22.6108513906124 |
| 2002-02-01 | 22.5686089640276 |
| 2002-03-01 | 22.5380858156713 |
| 2002-04-01 | 22.6764535226072 |
| 2002-05-01 | 22.7059534637178 |
| 2002-06-01 | 22.8975810000412 |
| 2002-07-01 | 22.6329167638966 |
| 2002-08-01 | 22.8912253890729 |
| 2002-09-01 | 22.9241282369559 |
| 2002-10-01 | 23.2150028574756 |
| 2002-11-01 | 23.3869382283301 |
| 2002-12-01 | 23.3704584794459 |
| 2003-01-01 | 23.4361065049313 |
| 2003-02-01 | 23.6441688952366 |
| 2003-03-01 | 23.6270381195112 |
| 2003-04-01 | 23.5570002193843 |
| 2003-05-01 | 23.5982829458406 |
| 2003-06-01 | 23.6757081621912 |
| 2003-07-01 | 23.6571791160612 |
| 2003-08-01 | 23.6846010417680 |
| 2003-09-01 | 23.9092469188556 |
| 2003-10-01 | 23.9345802382136 |
| 2003-11-01 | 23.9072550334469 |
| 2003-12-01 | 23.8680712564362 |
| 2004-01-01 | 24.1706006959460 |
| 2004-02-01 | 24.2202068711669 |
| 2004-03-01 | 24.4231279193428 |
| 2004-04-01 | 24.6506625348290 |
| 2004-05-01 | 24.6050038483916 |
| 2004-06-01 | 24.7780389413218 |
| 2004-07-01 | 24.5689212350510 |
| 2004-08-01 | 24.5606407559513 |
| 2004-09-01 | 24.4797389555353 |
| 2004-10-01 | 24.7467972180124 |
| 2004-11-01 | 24.8177742595444 |
| 2004-12-01 | 24.9475269741660 |
| 2005-01-01 | 24.9033575454420 |
| 2005-02-01 | 25.1223514999487 |
| 2005-03-01 | 25.2336060253012 |
| 2005-04-01 | 25.2517991402151 |
| 2005-05-01 | 25.4084265981879 |
| 2005-06-01 | 25.4906199624564 |
| 2005-07-01 | 25.5759037125343 |
| 2005-08-01 | 25.6162751430229 |
| 2005-09-01 | 25.7613733168006 |
| 2005-10-01 | 25.6550878117952 |
| 2005-11-01 | 25.8015952106300 |
| 2005-12-01 | 26.1251026303030 |
| 2006-01-01 | 26.2429243617286 |
| 2006-02-01 | 26.3389514244141 |
| 2006-03-01 | 26.4496445889752 |
| 2006-04-01 | 26.6620681457140 |
| 2006-05-01 | 26.5967907967681 |
| 2006-06-01 | 26.9269203651818 |
| 2006-07-01 | 27.1792207580709 |
| 2006-08-01 | 27.3656500127336 |
| 2006-09-01 | 27.3455165283227 |
| 2006-10-01 | 27.3544649057745 |
| 2006-11-01 | 27.4892011824297 |
| 2006-12-01 | 27.5120889643522 |
| 2007-01-01 | 27.5636584190056 |
| 2007-02-01 | 27.6593625631619 |
| 2007-03-01 | 27.6730389013434 |
| 2007-04-01 | 27.4584364224357 |
| 2007-05-01 | 27.5824237339110 |
| 2007-06-01 | 27.8547438522450 |
| 2007-07-01 | 28.2798508986183 |
| 2007-08-01 | 28.2137139018850 |
| 2007-09-01 | 28.3599161195665 |
| 2007-10-01 | 28.5492244522277 |
| 2007-11-01 | 28.5737896033354 |
| 2007-12-01 | 28.5218986825605 |
| 2008-01-01 | 28.4756982846960 |
| 2008-02-01 | 28.4569500254043 |
| 2008-03-01 | 28.4815259447403 |
| 2008-04-01 | 28.5467532087160 |
| 2008-05-01 | 28.7601102352608 |
| 2008-06-01 | 28.6847053018008 |
| 2008-07-01 | 28.5840876690744 |
| 2008-08-01 | 28.7012874917340 |
| 2008-09-01 | 28.5690816887867 |
| 2008-10-01 | 28.5331413289599 |
| 2008-11-01 | 28.6793555836414 |
| 2008-12-01 | 28.6517689034785 |
| 2009-01-01 | 28.5742930451606 |
| 2009-02-01 | 28.5459229163969 |
| 2009-03-01 | 28.6804284336820 |
| 2009-04-01 | 28.6121733801600 |
| 2009-05-01 | 28.8358274671123 |
| 2009-06-01 | 28.7987572573625 |
| 2009-07-01 | 29.2073428993676 |
| 2009-08-01 | 29.3333021437969 |
| 2009-09-01 | 29.0894963570737 |
| 2009-10-01 | 29.2180007309837 |
| 2009-11-01 | 29.2797356589026 |
| 2009-12-01 | 29.4762300907858 |
| 2010-01-01 | 29.7752255708504 |
| 2010-02-01 | 29.9015080585322 |
| 2010-03-01 | 30.0529325981766 |
| 2010-04-01 | 30.2542874264168 |
| 2010-05-01 | 30.0938909201154 |
| 2010-06-01 | 30.4571379849681 |
| 2010-07-01 | 30.3634603056181 |
| 2010-08-01 | 30.4268577045734 |
| 2010-09-01 | 30.2875278313266 |
| 2010-10-01 | 30.3934579382663 |
| 2010-11-01 | 30.3692697430917 |
| 2010-12-01 | 30.3975703639052 |
| 2011-01-01 | 30.4709758504732 |
| 2011-02-01 | 30.4299019905435 |
| 2011-03-01 | 30.2980854268707 |
| 2011-04-01 | 30.2876754672454 |
| 2011-05-01 | 30.3810491017045 |
| 2011-06-01 | 30.6215114643587 |
| 2011-07-01 | 30.3334154768190 |
| 2011-08-01 | 30.3480384520676 |
| 2011-09-01 | 30.3790477236330 |
| 2011-10-01 | 30.2743636167514 |
| 2011-11-01 | 30.1406225093768 |
| 2011-12-01 | 30.2168104169793 |
| 2012-01-01 | 29.9550406832788 |
| 2012-02-01 | 29.8319817071463 |
| 2012-03-01 | 29.8220850229953 |
| 2012-04-01 | 29.9339811185042 |
| 2012-05-01 | 29.9913807370578 |
| 2012-06-01 | 30.2221736846578 |
| 2012-07-01 | 30.3309980854934 |
| 2012-08-01 | 30.2881246806986 |
| 2012-09-01 | 30.1462323721603 |
| 2012-10-01 | 30.2346643554038 |
| 2012-11-01 | 30.2889321783399 |
| 2012-12-01 | 30.3248765957249 |
| 2013-01-01 | 30.8558435219990 |
| 2013-02-01 | 30.6152618917441 |
| 2013-03-01 | 30.7257591211956 |
| 2013-04-01 | 31.3588233011260 |
| 2013-05-01 | 31.2046905191236 |
| 2013-06-01 | 31.0531827374352 |
| 2013-07-01 | 31.1529705620441 |
| 2013-08-01 | 31.2471340739665 |
| 2013-09-01 | 31.7206602687967 |
| 2013-10-01 | 31.5842736506334 |
| 2013-11-01 | 31.7168157072340 |
| 2013-12-01 | 31.5146369632672 |
| 2014-01-01 | 31.4454074396109 |
| 2014-02-01 | 31.4969953072077 |
| 2014-03-01 | 31.5361012236917 |
| 2014-04-01 | 31.3047371397973 |
| 2014-05-01 | 31.2219151939841 |
| 2014-06-01 | 31.1815208855731 |
| 2014-07-01 | 30.9431513646267 |
| 2014-08-01 | 30.9648750595787 |
| 2014-09-01 | 31.1929981170339 |
| 2014-10-01 | 31.2473621685234 |
| 2014-11-01 | 31.9666123859763 |
| 2014-12-01 | 31.8078267408652 |
| 2015-01-01 | 31.4339187423499 |
| 2015-02-01 | 31.5133371253112 |
| 2015-03-01 | 31.4808627139379 |
| 2015-04-01 | 31.3406112387600 |
| 2015-05-01 | 31.2491148059371 |
| 2015-06-01 | 31.3722821866618 |
| 2015-07-01 | 31.6379839417541 |
| 2015-08-01 | 31.7893053961931 |
| 2015-09-01 | 31.7813545769531 |
| 2015-10-01 | 31.8119185330375 |
| 2015-11-01 | 31.7315308980082 |
| 2015-12-01 | 31.6869390307374 |
| 2016-01-01 | 32.1174943818945 |
| 2016-02-01 | 31.9542665925024 |
| 2016-03-01 | 31.9611636068102 |
| 2016-04-01 | 31.8751699563705 |
| 2016-05-01 | 31.8745060749508 |
| 2016-06-01 | 31.7390859501897 |
| 2016-07-01 | 31.7938496587925 |
| 2016-08-01 | 31.7561451585993 |
| 2016-09-01 | 31.7692341413768 |
| 2016-10-01 | 31.8821511722492 |
| 2016-11-01 | 31.8911101456794 |
| 2016-12-01 | 32.0680912413300 |
| 2017-01-01 | 32.4061418754170 |
| 2017-02-01 | 32.1293381927551 |
| 2017-03-01 | 32.1730760134385 |
| 2017-04-01 | 32.3228286445437 |
| 2017-05-01 | 32.4049692272449 |
| 2017-06-01 | 32.3811540667175 |
| 2017-07-01 | 32.4478040973030 |
| 2017-08-01 | 32.4239947507479 |
| 2017-09-01 | 32.5604921524544 |
| 2017-10-01 | 32.5526539862902 |
| 2017-11-01 | 32.5284625884697 |
| 2017-12-01 | 32.6471878622411 |
| 2018-01-01 | 32.6934753444175 |
| 2018-02-01 | 32.7155748826662 |
| 2018-03-01 | 32.6961213646356 |
| 2018-04-01 | 32.9811357956391 |
| 2018-05-01 | 33.0337397507870 |
| 2018-06-01 | 33.1213644230745 |
| 2018-07-01 | 33.0945349048159 |
| 2018-08-01 | 33.0841360314306 |
| 2018-09-01 | 32.8505514872254 |
| 2018-10-01 | 32.9237870581133 |
| 2018-11-01 | 32.9469012834653 |
| 2018-12-01 | 33.0460249612268 |
| 2019-01-01 | 32.8878049520970 |
| 2019-02-01 | 32.8035168275149 |
| 2019-03-01 | 32.9017178759403 |
| 2019-04-01 | 32.9837057149808 |
| 2019-05-01 | 32.9710859642140 |
| 2019-06-01 | 33.0410769188954 |
| 2019-07-01 | 32.9148217907877 |
| 2019-08-01 | 32.9092020242679 |
| 2019-09-01 | 32.9350031264108 |
| 2019-10-01 | 33.0086008474121 |
| 2019-11-01 | 32.9693204041559 |
| 2019-12-01 | 32.8423073936601 |
| 2020-01-01 | 32.8819282162250 |
| 2020-02-01 | 32.8925021090072 |
| 2020-03-01 | 32.7801805835420 |
| 2020-04-01 | 30.4746314291263 |
| 2020-05-01 | 29.6019753000114 |
| 2020-06-01 | 30.0737970007488 |
| 2020-07-01 | 30.5487945349726 |
| 2020-08-01 | 30.7479001710718 |
| 2020-09-01 | 30.9314212974715 |
| 2020-10-01 | 31.2280107553900 |
| 2020-11-01 | 31.0595716792953 |
| 2020-12-01 | 31.0732407662196 |
| 2021-01-01 | 31.0643880553647 |
| 2021-02-01 | 31.1059766935078 |
| 2021-03-01 | 31.0515546204682 |
| 2021-04-01 | 31.2140585564915 |
| 2021-05-01 | 31.1205312460782 |
| 2021-06-01 | 30.9311444143956 |
| 2021-07-01 | 31.1847455562507 |
| 2021-08-01 | 31.0701052369132 |
| 2021-09-01 | 30.9165981717805 |
| 2021-10-01 | 31.0352673276155 |
| 2021-11-01 | 31.0357542432441 |
| 2021-12-01 | 30.8836660558155 |
| 2022-01-01 | 30.8468517587592 |
| 2022-02-01 | 30.9035716211494 |
| 2022-03-01 | 30.8042735811477 |
| 2022-04-01 | 30.3837003120087 |
| 2022-05-01 | 30.6158696463069 |
| 2022-06-01 | 30.5344919882261 |
| 2022-07-01 | 30.6573998125073 |
| 2022-08-01 | 30.6577926591282 |
| 2022-09-01 | 30.8111619718534 |
| 2022-10-01 | 30.7589553449151 |
| 2022-11-01 | 30.7467156110258 |
| 2022-12-01 | 30.7888628939312 |
| 2023-01-01 | 30.7237367522137 |
| 2023-02-01 | 30.7191695311235 |
| 2023-03-01 | 30.8618494879139 |
| 2023-04-01 | 30.7267724717529 |
| 2023-05-01 | 31.0048237053429 |
| 2023-06-01 | 31.2572560601891 |
| 2023-07-01 | 30.8445140254108 |
| 2023-08-01 | 30.9562724211325 |
| 2023-09-01 | 31.0023705481495 |
| 2023-10-01 | 30.9817118757318 |
| 2023-11-01 | 31.0669641354251 |
| 2023-12-01 | 31.0770365136607 |
| 2024-01-01 | 31.3024705181123 |
| 2024-02-01 | 31.4423771676613 |
| 2024-03-01 | 31.6288156822676 |
| 2024-04-01 | 31.4558300147299 |
| 2024-05-01 | 31.3783397196245 |
| 2024-06-01 | 31.4425453088404 |
| 2024-07-01 | 31.3344160010275 |
| 2024-08-01 | 31.4573947843851 |
| 2024-09-01 | 31.4978757254258 |
| 2024-10-01 | 31.6995633900747 |
| 2024-11-01 | 31.7846349105439 |
| 2024-12-01 | 31.8647808096262 |
| 2025-01-01 | 31.9794896915230 |
| 2025-02-01 | 32.0643666524591 |
| 2025-03-01 | 32.1157222662431 |
| 2025-04-01 | 32.1693734957271 |
| 2025-05-01 | 32.1641506621462 |
| 2025-06-01 | 32.1404960877873 |
| 2025-07-01 | 32.3529574152001 |
| 2025-08-01 | 32.4742817276583 |
| 2025-09-01 | 32.1905350781075 |
| 2025-10-01 | 32.0097974775653 |
| 2025-11-01 | 31.7136266754543 |
| 2025-12-01 | 32.0547686884475 |
| 2026-01-01 | 32.0644321958658 |
| 2026-02-01 | 31.6990400677368 |
| 2026-03-01 | 31.6367784674786 |
| 2026-04-01 | 31.8802255136238 |
| 2026-05-01 | 32.2537856458933 |
| 2026-06-01 | 33.4659461260247 |